Dataset statistics
| Number of variables | 23 |
|---|---|
| Number of observations | 9709 |
| Missing cells | 0 |
| Missing cells (%) | 0.0% |
| Duplicate rows | 0 |
| Duplicate rows (%) | 0.0% |
| Total size in memory | 1.7 MiB |
| Average record size in memory | 184.0 B |
Variable types
| Numeric | 9 |
|---|---|
| Categorical | 14 |
Income_type is highly overall correlated with Unemployed | High correlation |
Occupation_type is highly overall correlated with Unemployed | High correlation |
Unemployed is highly overall correlated with Income_type and 1 other fields | High correlation |
term_deposit is highly imbalanced (78.2%) | Imbalance |
Education_type is highly imbalanced (51.5%) | Imbalance |
Housing_type is highly imbalanced (73.5%) | Imbalance |
ID has unique values | Unique |
tenure has 407 (4.2%) zeros | Zeros |
balance has 3524 (36.3%) zeros | Zeros |
Kids has 6819 (70.2%) zeros | Zeros |
Years_employed has 1696 (17.5%) zeros | Zeros |
Reproduction
| Analysis started | 2024-10-07 13:11:20.194762 |
|---|---|
| Analysis finished | 2024-10-07 13:12:02.715326 |
| Duration | 42.52 seconds |
| Software version | ydata-profiling vv4.10.0 |
| Download configuration | config.json |
ID
Real number (ℝ)
UNIQUE 
| Distinct | 9709 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 5076104.7 |
| Minimum | 5008804 |
|---|---|
| Maximum | 5150479 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 76.0 KiB |
Quantile statistics
| Minimum | 5008804 |
|---|---|
| 5-th percentile | 5021595.2 |
| Q1 | 5036955 |
| median | 5069449 |
| Q3 | 5112986 |
| 95-th percentile | 5143323.6 |
| Maximum | 5150479 |
| Range | 141675 |
| Interquartile range (IQR) | 76031 |
Descriptive statistics
| Standard deviation | 40802.696 |
|---|---|
| Coefficient of variation (CV) | 0.0080381904 |
| Kurtosis | -1.2079678 |
| Mean | 5076104.7 |
| Median Absolute Deviation (MAD) | 35509 |
| Skewness | 0.12677004 |
| Sum | 4.92839 × 1010 |
| Variance | 1.66486 × 109 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 5008804 | 1 | < 0.1% |
| 5097146 | 1 | < 0.1% |
| 5097151 | 1 | < 0.1% |
| 5097154 | 1 | < 0.1% |
| 5097155 | 1 | < 0.1% |
| 5097157 | 1 | < 0.1% |
| 5097158 | 1 | < 0.1% |
| 5097163 | 1 | < 0.1% |
| 5097165 | 1 | < 0.1% |
| 5097176 | 1 | < 0.1% |
| Other values (9699) | 9699 |
| Value | Count | Frequency (%) |
| 5008804 | 1 | |
| 5008806 | 1 | |
| 5008808 | 1 | |
| 5008812 | 1 | |
| 5008815 | 1 | |
| 5008819 | 1 | |
| 5008825 | 1 | |
| 5008827 | 1 | |
| 5008830 | 1 | |
| 5008834 | 1 |
| Value | Count | Frequency (%) |
| 5150479 | 1 | |
| 5150467 | 1 | |
| 5150459 | 1 | |
| 5150451 | 1 | |
| 5150428 | 1 | |
| 5150410 | 1 | |
| 5150400 | 1 | |
| 5150388 | 1 | |
| 5150338 | 1 | |
| 5150337 | 1 |
Exited
Categorical
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 76.0 KiB |
| 0 | |
|---|---|
| 1 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Characters and Unicode
| Total characters | 9709 |
|---|---|
| Distinct characters | 2 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 1 |
|---|---|
| 2nd row | 0 |
| 3rd row | 1 |
| 4th row | 0 |
| 5th row | 0 |
Common Values
| Value | Count | Frequency (%) |
| 0 | 7726 | |
| 1 | 1983 | 20.4% |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| 0 | 7726 | |
| 1 | 1983 | 20.4% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 7726 | |
| 1 | 1983 | 20.4% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 9709 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 7726 | |
| 1 | 1983 | 20.4% |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 9709 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 0 | 7726 | |
| 1 | 1983 | 20.4% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 9709 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 0 | 7726 | |
| 1 | 1983 | 20.4% |
gender
Categorical
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 76.0 KiB |
| Male | |
|---|---|
| Female |
Length
| Max length | 6 |
|---|---|
| Median length | 4 |
| Mean length | 4.9117314 |
| Min length | 4 |
Characters and Unicode
| Total characters | 47688 |
|---|---|
| Distinct characters | 6 |
| Distinct categories | 2 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | Female |
|---|---|
| 2nd row | Female |
| 3rd row | Female |
| 4th row | Female |
| 5th row | Female |
Common Values
| Value | Count | Frequency (%) |
| Male | 5283 | |
| Female | 4426 |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| male | 5283 | |
| female | 4426 |
Most occurring characters
| Value | Count | Frequency (%) |
| e | 14135 | |
| a | 9709 | |
| l | 9709 | |
| M | 5283 | 11.1% |
| F | 4426 | 9.3% |
| m | 4426 | 9.3% |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 37979 | |
| Uppercase Letter | 9709 | 20.4% |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| e | 14135 | |
| a | 9709 | |
| l | 9709 | |
| m | 4426 | 11.7% |
Uppercase Letter
| Value | Count | Frequency (%) |
| M | 5283 | |
| F | 4426 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 47688 |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| e | 14135 | |
| a | 9709 | |
| l | 9709 | |
| M | 5283 | 11.1% |
| F | 4426 | 9.3% |
| m | 4426 | 9.3% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 47688 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| e | 14135 | |
| a | 9709 | |
| l | 9709 | |
| M | 5283 | 11.1% |
| F | 4426 | 9.3% |
| m | 4426 | 9.3% |
age
Real number (ℝ)
| Distinct | 70 |
|---|---|
| Distinct (%) | 0.7% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 38.936348 |
| Minimum | 18 |
|---|---|
| Maximum | 92 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 76.0 KiB |
Quantile statistics
| Minimum | 18 |
|---|---|
| 5-th percentile | 25 |
| Q1 | 32 |
| median | 37 |
| Q3 | 44 |
| 95-th percentile | 60 |
| Maximum | 92 |
| Range | 74 |
| Interquartile range (IQR) | 12 |
Descriptive statistics
| Standard deviation | 10.495229 |
|---|---|
| Coefficient of variation (CV) | 0.26954838 |
| Kurtosis | 1.382193 |
| Mean | 38.936348 |
| Median Absolute Deviation (MAD) | 6 |
| Skewness | 1.0104706 |
| Sum | 378033 |
| Variance | 110.14984 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 37 | 470 | 4.8% |
| 35 | 464 | 4.8% |
| 38 | 463 | 4.8% |
| 36 | 437 | 4.5% |
| 34 | 435 | 4.5% |
| 33 | 428 | 4.4% |
| 40 | 412 | 4.2% |
| 32 | 408 | 4.2% |
| 39 | 405 | 4.2% |
| 31 | 395 | 4.1% |
| Other values (60) | 5392 |
| Value | Count | Frequency (%) |
| 18 | 20 | 0.2% |
| 19 | 27 | 0.3% |
| 20 | 39 | 0.4% |
| 21 | 50 | 0.5% |
| 22 | 82 | |
| 23 | 96 | |
| 24 | 127 | |
| 25 | 150 | |
| 26 | 193 | |
| 27 | 202 |
| Value | Count | Frequency (%) |
| 92 | 2 | |
| 88 | 1 | < 0.1% |
| 85 | 1 | < 0.1% |
| 84 | 2 | |
| 83 | 1 | < 0.1% |
| 82 | 1 | < 0.1% |
| 81 | 4 | |
| 80 | 3 | |
| 79 | 4 | |
| 78 | 4 |
term_deposit
Categorical
IMBALANCE 
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 76.0 KiB |
| 0 | |
|---|---|
| 1 | 339 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Characters and Unicode
| Total characters | 9709 |
|---|---|
| Distinct characters | 2 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0 |
|---|---|
| 2nd row | 0 |
| 3rd row | 0 |
| 4th row | 0 |
| 5th row | 0 |
Common Values
| Value | Count | Frequency (%) |
| 0 | 9370 | |
| 1 | 339 | 3.5% |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| 0 | 9370 | |
| 1 | 339 | 3.5% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 9370 | |
| 1 | 339 | 3.5% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 9709 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 9370 | |
| 1 | 339 | 3.5% |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 9709 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 0 | 9370 | |
| 1 | 339 | 3.5% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 9709 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 0 | 9370 | |
| 1 | 339 | 3.5% |
Car
Categorical
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 76.0 KiB |
| 0 | |
|---|---|
| 1 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Characters and Unicode
| Total characters | 9709 |
|---|---|
| Distinct characters | 2 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 1 |
|---|---|
| 2nd row | 1 |
| 3rd row | 0 |
| 4th row | 0 |
| 5th row | 1 |
Common Values
| Value | Count | Frequency (%) |
| 0 | 6139 | |
| 1 | 3570 |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| 0 | 6139 | |
| 1 | 3570 |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 6139 | |
| 1 | 3570 |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 9709 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 6139 | |
| 1 | 3570 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 9709 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 0 | 6139 | |
| 1 | 3570 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 9709 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 0 | 6139 | |
| 1 | 3570 |
Property
Categorical
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 76.0 KiB |
| 1 | |
|---|---|
| 0 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Characters and Unicode
| Total characters | 9709 |
|---|---|
| Distinct characters | 2 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 1 |
|---|---|
| 2nd row | 1 |
| 3rd row | 1 |
| 4th row | 1 |
| 5th row | 1 |
Common Values
| Value | Count | Frequency (%) |
| 1 | 6520 | |
| 0 | 3189 |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| 1 | 6520 | |
| 0 | 3189 |
Most occurring characters
| Value | Count | Frequency (%) |
| 1 | 6520 | |
| 0 | 3189 |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 9709 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 1 | 6520 | |
| 0 | 3189 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 9709 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 1 | 6520 | |
| 0 | 3189 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 9709 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 1 | 6520 | |
| 0 | 3189 |
Geography
Categorical
| Distinct | 3 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 76.0 KiB |
| Greece | |
|---|---|
| Netherlands | |
| Spain |
Length
| Max length | 11 |
|---|---|
| Median length | 6 |
| Mean length | 7.0026779 |
| Min length | 5 |
Characters and Unicode
| Total characters | 67989 |
|---|---|
| Distinct characters | 15 |
| Distinct categories | 2 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | Greece |
|---|---|
| 2nd row | Spain |
| 3rd row | Greece |
| 4th row | Greece |
| 5th row | Spain |
Common Values
| Value | Count | Frequency (%) |
| Greece | 4870 | |
| Netherlands | 2429 | |
| Spain | 2410 |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| greece | 4870 | |
| netherlands | 2429 | |
| spain | 2410 |
Most occurring characters
| Value | Count | Frequency (%) |
| e | 19468 | |
| r | 7299 | 10.7% |
| G | 4870 | 7.2% |
| c | 4870 | 7.2% |
| a | 4839 | 7.1% |
| n | 4839 | 7.1% |
| N | 2429 | 3.6% |
| t | 2429 | 3.6% |
| h | 2429 | 3.6% |
| l | 2429 | 3.6% |
| Other values (5) | 12088 |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 58280 | |
| Uppercase Letter | 9709 | 14.3% |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| e | 19468 | |
| r | 7299 | 12.5% |
| c | 4870 | 8.4% |
| a | 4839 | 8.3% |
| n | 4839 | 8.3% |
| t | 2429 | 4.2% |
| h | 2429 | 4.2% |
| l | 2429 | 4.2% |
| d | 2429 | 4.2% |
| s | 2429 | 4.2% |
| Other values (2) | 4820 | 8.3% |
Uppercase Letter
| Value | Count | Frequency (%) |
| G | 4870 | |
| N | 2429 | |
| S | 2410 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 67989 |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| e | 19468 | |
| r | 7299 | 10.7% |
| G | 4870 | 7.2% |
| c | 4870 | 7.2% |
| a | 4839 | 7.1% |
| n | 4839 | 7.1% |
| N | 2429 | 3.6% |
| t | 2429 | 3.6% |
| h | 2429 | 3.6% |
| l | 2429 | 3.6% |
| Other values (5) | 12088 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 67989 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| e | 19468 | |
| r | 7299 | 10.7% |
| G | 4870 | 7.2% |
| c | 4870 | 7.2% |
| a | 4839 | 7.1% |
| n | 4839 | 7.1% |
| N | 2429 | 3.6% |
| t | 2429 | 3.6% |
| h | 2429 | 3.6% |
| l | 2429 | 3.6% |
| Other values (5) | 12088 |
cr_score
Real number (ℝ)
| Distinct | 460 |
|---|---|
| Distinct (%) | 4.7% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 650.36914 |
| Minimum | 350 |
|---|---|
| Maximum | 850 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 76.0 KiB |
Quantile statistics
| Minimum | 350 |
|---|---|
| 5-th percentile | 489 |
| Q1 | 583 |
| median | 652 |
| Q3 | 717 |
| 95-th percentile | 813 |
| Maximum | 850 |
| Range | 500 |
| Interquartile range (IQR) | 134 |
Descriptive statistics
| Standard deviation | 96.74427 |
|---|---|
| Coefficient of variation (CV) | 0.14875286 |
| Kurtosis | -0.41984632 |
| Mean | 650.36914 |
| Median Absolute Deviation (MAD) | 67 |
| Skewness | -0.069411833 |
| Sum | 6314434 |
| Variance | 9359.4537 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 850 | 231 | 2.4% |
| 678 | 58 | 0.6% |
| 655 | 53 | 0.5% |
| 667 | 50 | 0.5% |
| 705 | 50 | 0.5% |
| 684 | 50 | 0.5% |
| 670 | 49 | 0.5% |
| 651 | 49 | 0.5% |
| 663 | 47 | 0.5% |
| 683 | 47 | 0.5% |
| Other values (450) | 9025 |
| Value | Count | Frequency (%) |
| 350 | 5 | |
| 351 | 1 | < 0.1% |
| 358 | 1 | < 0.1% |
| 359 | 1 | < 0.1% |
| 363 | 1 | < 0.1% |
| 365 | 1 | < 0.1% |
| 367 | 1 | < 0.1% |
| 373 | 1 | < 0.1% |
| 376 | 2 | < 0.1% |
| 382 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 850 | 231 | |
| 849 | 8 | 0.1% |
| 848 | 5 | 0.1% |
| 847 | 6 | 0.1% |
| 846 | 5 | 0.1% |
| 845 | 6 | 0.1% |
| 844 | 7 | 0.1% |
| 843 | 2 | < 0.1% |
| 842 | 7 | 0.1% |
| 841 | 11 | 0.1% |
tenure
Real number (ℝ)
ZEROS 
| Distinct | 11 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 5.0080338 |
| Minimum | 0 |
|---|---|
| Maximum | 10 |
| Zeros | 407 |
| Zeros (%) | 4.2% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 76.0 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 1 |
| Q1 | 2 |
| median | 5 |
| Q3 | 7 |
| 95-th percentile | 9 |
| Maximum | 10 |
| Range | 10 |
| Interquartile range (IQR) | 5 |
Descriptive statistics
| Standard deviation | 2.890235 |
|---|---|
| Coefficient of variation (CV) | 0.57711971 |
| Kurtosis | -1.163669 |
| Mean | 5.0080338 |
| Median Absolute Deviation (MAD) | 2 |
| Skewness | 0.0097615522 |
| Sum | 48623 |
| Variance | 8.3534583 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 2 | 1022 | |
| 1 | 999 | |
| 7 | 997 | |
| 8 | 993 | |
| 5 | 986 | |
| 3 | 977 | |
| 9 | 958 | |
| 4 | 957 | |
| 6 | 946 | |
| 10 | 467 |
| Value | Count | Frequency (%) |
| 0 | 407 | 4.2% |
| 1 | 999 | |
| 2 | 1022 | |
| 3 | 977 | |
| 4 | 957 | |
| 5 | 986 | |
| 6 | 946 | |
| 7 | 997 | |
| 8 | 993 | |
| 9 | 958 |
| Value | Count | Frequency (%) |
| 10 | 467 | |
| 9 | 958 | |
| 8 | 993 | |
| 7 | 997 | |
| 6 | 946 | |
| 5 | 986 | |
| 4 | 957 | |
| 3 | 977 | |
| 2 | 1022 | |
| 1 | 999 |
balance
Real number (ℝ)
ZEROS 
| Distinct | 6185 |
|---|---|
| Distinct (%) | 63.7% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 76300.816 |
| Minimum | 0 |
|---|---|
| Maximum | 250898.09 |
| Zeros | 3524 |
| Zeros (%) | 36.3% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 76.0 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 97001.36 |
| Q3 | 127616.56 |
| 95-th percentile | 162618.71 |
| Maximum | 250898.09 |
| Range | 250898.09 |
| Interquartile range (IQR) | 127616.56 |
Descriptive statistics
| Standard deviation | 62403.395 |
|---|---|
| Coefficient of variation (CV) | 0.81786013 |
| Kurtosis | -1.4929338 |
| Mean | 76300.816 |
| Median Absolute Deviation (MAD) | 47160.94 |
| Skewness | -0.13706484 |
| Sum | 7.4080462 × 108 |
| Variance | 3.8941837 × 109 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 3524 | |
| 130170.82 | 2 | < 0.1% |
| 115576.44 | 1 | < 0.1% |
| 139626.01 | 1 | < 0.1% |
| 115761.51 | 1 | < 0.1% |
| 116085.06 | 1 | < 0.1% |
| 63832.43 | 1 | < 0.1% |
| 100895.54 | 1 | < 0.1% |
| 81818.49 | 1 | < 0.1% |
| 127510.99 | 1 | < 0.1% |
| Other values (6175) | 6175 |
| Value | Count | Frequency (%) |
| 0 | 3524 | |
| 3768.69 | 1 | < 0.1% |
| 12459.19 | 1 | < 0.1% |
| 14262.8 | 1 | < 0.1% |
| 16893.59 | 1 | < 0.1% |
| 23503.31 | 1 | < 0.1% |
| 24043.45 | 1 | < 0.1% |
| 27288.43 | 1 | < 0.1% |
| 27517.15 | 1 | < 0.1% |
| 27755.97 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 250898.09 | 1 | |
| 238387.56 | 1 | |
| 222267.63 | 1 | |
| 221532.8 | 1 | |
| 216109.88 | 1 | |
| 214346.96 | 1 | |
| 213146.2 | 1 | |
| 212778.2 | 1 | |
| 212696.32 | 1 | |
| 212692.97 | 1 |
Unemployed
Categorical
HIGH CORRELATION 
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 76.0 KiB |
| 0 | |
|---|---|
| 1 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Characters and Unicode
| Total characters | 9709 |
|---|---|
| Distinct characters | 2 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0 |
|---|---|
| 2nd row | 0 |
| 3rd row | 0 |
| 4th row | 1 |
| 5th row | 0 |
Common Values
| Value | Count | Frequency (%) |
| 0 | 8013 | |
| 1 | 1696 | 17.5% |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| 0 | 8013 | |
| 1 | 1696 | 17.5% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 8013 | |
| 1 | 1696 | 17.5% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 9709 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 8013 | |
| 1 | 1696 | 17.5% |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 9709 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 0 | 8013 | |
| 1 | 1696 | 17.5% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 9709 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 0 | 8013 | |
| 1 | 1696 | 17.5% |
Kids
Real number (ℝ)
ZEROS 
| Distinct | 9 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.42280358 |
| Minimum | 0 |
|---|---|
| Maximum | 19 |
| Zeros | 6819 |
| Zeros (%) | 70.2% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 76.0 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 1 |
| 95-th percentile | 2 |
| Maximum | 19 |
| Range | 19 |
| Interquartile range (IQR) | 1 |
Descriptive statistics
| Standard deviation | 0.76701891 |
|---|---|
| Coefficient of variation (CV) | 1.8141259 |
| Kurtosis | 48.027416 |
| Mean | 0.42280358 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 3.6185747 |
| Sum | 4105 |
| Variance | 0.58831801 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 6819 | |
| 1 | 1886 | 19.4% |
| 2 | 852 | 8.8% |
| 3 | 126 | 1.3% |
| 4 | 18 | 0.2% |
| 5 | 5 | 0.1% |
| 14 | 1 | < 0.1% |
| 19 | 1 | < 0.1% |
| 7 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 0 | 6819 | |
| 1 | 1886 | 19.4% |
| 2 | 852 | 8.8% |
| 3 | 126 | 1.3% |
| 4 | 18 | 0.2% |
| 5 | 5 | 0.1% |
| 7 | 1 | < 0.1% |
| 14 | 1 | < 0.1% |
| 19 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 19 | 1 | < 0.1% |
| 14 | 1 | < 0.1% |
| 7 | 1 | < 0.1% |
| 5 | 5 | 0.1% |
| 4 | 18 | 0.2% |
| 3 | 126 | 1.3% |
| 2 | 852 | 8.8% |
| 1 | 1886 | 19.4% |
| 0 | 6819 |
Acc_length
Real number (ℝ)
| Distinct | 61 |
|---|---|
| Distinct (%) | 0.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 27.270059 |
| Minimum | 0 |
|---|---|
| Maximum | 60 |
| Zeros | 57 |
| Zeros (%) | 0.6% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 76.0 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 3 |
| Q1 | 13 |
| median | 26 |
| Q3 | 41 |
| 95-th percentile | 56 |
| Maximum | 60 |
| Range | 60 |
| Interquartile range (IQR) | 28 |
Descriptive statistics
| Standard deviation | 16.648057 |
|---|---|
| Coefficient of variation (CV) | 0.61048849 |
| Kurtosis | -1.0899609 |
| Mean | 27.270059 |
| Median Absolute Deviation (MAD) | 14 |
| Skewness | 0.21630047 |
| Sum | 264765 |
| Variance | 277.1578 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 11 | 219 | 2.3% |
| 13 | 216 | 2.2% |
| 7 | 215 | 2.2% |
| 16 | 212 | 2.2% |
| 5 | 211 | 2.2% |
| 15 | 210 | 2.2% |
| 18 | 206 | 2.1% |
| 39 | 201 | 2.1% |
| 6 | 197 | 2.0% |
| 3 | 196 | 2.0% |
| Other values (51) | 7626 |
| Value | Count | Frequency (%) |
| 0 | 57 | 0.6% |
| 1 | 136 | |
| 2 | 167 | |
| 3 | 196 | |
| 4 | 183 | |
| 5 | 211 | |
| 6 | 197 | |
| 7 | 215 | |
| 8 | 189 | |
| 9 | 185 |
| Value | Count | Frequency (%) |
| 60 | 100 | |
| 59 | 98 | |
| 58 | 112 | |
| 57 | 90 | |
| 56 | 114 | |
| 55 | 101 | |
| 54 | 102 | |
| 53 | 115 | |
| 52 | 104 | |
| 51 | 136 |
Total_income
Real number (ℝ)
| Distinct | 263 |
|---|---|
| Distinct (%) | 2.7% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 181228.19 |
| Minimum | 27000 |
|---|---|
| Maximum | 1575000 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 76.0 KiB |
Quantile statistics
| Minimum | 27000 |
|---|---|
| 5-th percentile | 67500 |
| Q1 | 112500 |
| median | 157500 |
| Q3 | 225000 |
| 95-th percentile | 360000 |
| Maximum | 1575000 |
| Range | 1548000 |
| Interquartile range (IQR) | 112500 |
Descriptive statistics
| Standard deviation | 99277.305 |
|---|---|
| Coefficient of variation (CV) | 0.54780276 |
| Kurtosis | 15.780787 |
| Mean | 181228.19 |
| Median Absolute Deviation (MAD) | 45000 |
| Skewness | 2.6593626 |
| Sum | 1.7595445 × 109 |
| Variance | 9.8559833 × 109 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 135000 | 1139 | 11.7% |
| 180000 | 845 | 8.7% |
| 112500 | 843 | 8.7% |
| 157500 | 829 | 8.5% |
| 225000 | 750 | 7.7% |
| 202500 | 558 | 5.7% |
| 90000 | 535 | 5.5% |
| 270000 | 426 | 4.4% |
| 67500 | 265 | 2.7% |
| 315000 | 232 | 2.4% |
| Other values (253) | 3287 |
| Value | Count | Frequency (%) |
| 27000 | 2 | |
| 29250 | 1 | < 0.1% |
| 30150 | 1 | < 0.1% |
| 31500 | 3 | |
| 31531.5 | 1 | < 0.1% |
| 31950 | 1 | < 0.1% |
| 32400 | 1 | < 0.1% |
| 33300 | 2 | |
| 33750 | 1 | < 0.1% |
| 36000 | 4 |
| Value | Count | Frequency (%) |
| 1575000 | 1 | < 0.1% |
| 1350000 | 1 | < 0.1% |
| 1125000 | 3 | < 0.1% |
| 990000 | 1 | < 0.1% |
| 945000 | 1 | < 0.1% |
| 900000 | 10 | |
| 810000 | 6 | |
| 787500 | 1 | < 0.1% |
| 765000 | 2 | < 0.1% |
| 742500 | 1 | < 0.1% |
credit_card
Categorical
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 76.0 KiB |
| 1 | |
|---|---|
| 0 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Characters and Unicode
| Total characters | 9709 |
|---|---|
| Distinct characters | 2 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 1 |
|---|---|
| 2nd row | 0 |
| 3rd row | 1 |
| 4th row | 0 |
| 5th row | 1 |
Common Values
| Value | Count | Frequency (%) |
| 1 | 6841 | |
| 0 | 2868 |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| 1 | 6841 | |
| 0 | 2868 |
Most occurring characters
| Value | Count | Frequency (%) |
| 1 | 6841 | |
| 0 | 2868 |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 9709 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 1 | 6841 | |
| 0 | 2868 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 9709 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 1 | 6841 | |
| 0 | 2868 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 9709 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 1 | 6841 | |
| 0 | 2868 |
Years_employed
Real number (ℝ)
ZEROS 
| Distinct | 3637 |
|---|---|
| Distinct (%) | 37.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 5.6647302 |
| Minimum | 0 |
|---|---|
| Maximum | 43.020733 |
| Zeros | 1696 |
| Zeros (%) | 17.5% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 76.0 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0.92815048 |
| median | 3.7618842 |
| Q3 | 8.2000315 |
| 95-th percentile | 18.792994 |
| Maximum | 43.020733 |
| Range | 43.020733 |
| Interquartile range (IQR) | 7.271881 |
Descriptive statistics
| Standard deviation | 6.3422413 |
|---|---|
| Coefficient of variation (CV) | 1.1196017 |
| Kurtosis | 4.2228184 |
| Mean | 5.6647302 |
| Median Absolute Deviation (MAD) | 3.2717989 |
| Skewness | 1.8449651 |
| Sum | 54998.865 |
| Variance | 40.224024 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 1696 | 17.5% |
| 1.09790071 | 17 | 0.2% |
| 0.547581401 | 17 | 0.2% |
| 0.344976283 | 14 | 0.1% |
| 2.798140961 | 14 | 0.1% |
| 0.681738845 | 13 | 0.1% |
| 1.839873509 | 13 | 0.1% |
| 0.679000938 | 13 | 0.1% |
| 1.259437223 | 13 | 0.1% |
| 4.213638884 | 12 | 0.1% |
| Other values (3627) | 7887 |
| Value | Count | Frequency (%) |
| 0 | 1696 | |
| 0.046544419 | 1 | < 0.1% |
| 0.117730001 | 1 | < 0.1% |
| 0.177963955 | 1 | < 0.1% |
| 0.180701862 | 1 | < 0.1% |
| 0.19165349 | 2 | < 0.1% |
| 0.194391397 | 1 | < 0.1% |
| 0.199867212 | 3 | < 0.1% |
| 0.213556747 | 1 | < 0.1% |
| 0.216294654 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 43.0207328 | 1 | |
| 42.87836164 | 1 | |
| 41.69011 | 1 | |
| 41.26573441 | 1 | |
| 41.17264557 | 1 | |
| 40.75922161 | 1 | |
| 40.54840277 | 1 | |
| 40.45257603 | 1 | |
| 39.79821625 | 1 | |
| 39.62572811 | 1 |
Income_type
Categorical
HIGH CORRELATION 
| Distinct | 5 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 76.0 KiB |
| Working | |
|---|---|
| Commercial associate | |
| Pensioner | |
| State servant | |
| Student | 3 |
Length
| Max length | 20 |
|---|---|
| Median length | 7 |
| Mean length | 10.894531 |
| Min length | 7 |
Characters and Unicode
| Total characters | 105775 |
|---|---|
| Distinct characters | 21 |
| Distinct categories | 3 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | Working |
|---|---|
| 2nd row | Working |
| 3rd row | Commercial associate |
| 4th row | Pensioner |
| 5th row | Working |
Common Values
| Value | Count | Frequency (%) |
| Working | 4960 | |
| Commercial associate | 2312 | |
| Pensioner | 1712 | 17.6% |
| State servant | 722 | 7.4% |
| Student | 3 | < 0.1% |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| working | 4960 | |
| commercial | 2312 | |
| associate | 2312 | |
| pensioner | 1712 | 13.4% |
| state | 722 | 5.7% |
| servant | 722 | 5.7% |
| student | 3 | < 0.1% |
Most occurring characters
| Value | Count | Frequency (%) |
| o | 11296 | |
| i | 11296 | |
| r | 9706 | 9.2% |
| e | 9495 | 9.0% |
| n | 9109 | 8.6% |
| a | 8380 | 7.9% |
| s | 7058 | 6.7% |
| W | 4960 | 4.7% |
| k | 4960 | 4.7% |
| g | 4960 | 4.7% |
| Other values (11) | 24555 |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 93032 | |
| Uppercase Letter | 9709 | 9.2% |
| Space Separator | 3034 | 2.9% |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| o | 11296 | |
| i | 11296 | |
| r | 9706 | |
| e | 9495 | |
| n | 9109 | |
| a | 8380 | |
| s | 7058 | |
| k | 4960 | |
| g | 4960 | |
| c | 4624 | 5.0% |
| Other values (6) | 12148 |
Uppercase Letter
| Value | Count | Frequency (%) |
| W | 4960 | |
| C | 2312 | |
| P | 1712 | 17.6% |
| S | 725 | 7.5% |
Space Separator
| Value | Count | Frequency (%) |
| 3034 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 102741 | |
| Common | 3034 | 2.9% |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| o | 11296 | |
| i | 11296 | |
| r | 9706 | |
| e | 9495 | |
| n | 9109 | |
| a | 8380 | 8.2% |
| s | 7058 | 6.9% |
| W | 4960 | 4.8% |
| k | 4960 | 4.8% |
| g | 4960 | 4.8% |
| Other values (10) | 21521 |
Common
| Value | Count | Frequency (%) |
| 3034 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 105775 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| o | 11296 | |
| i | 11296 | |
| r | 9706 | 9.2% |
| e | 9495 | 9.0% |
| n | 9109 | 8.6% |
| a | 8380 | 7.9% |
| s | 7058 | 6.7% |
| W | 4960 | 4.7% |
| k | 4960 | 4.7% |
| g | 4960 | 4.7% |
| Other values (11) | 24555 |
Education_type
Categorical
IMBALANCE 
| Distinct | 5 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 76.0 KiB |
| Secondary / secondary special | |
|---|---|
| Higher education | |
| Incomplete higher | 371 |
| Lower secondary | 114 |
| Academic degree | 6 |
Length
| Max length | 29 |
|---|---|
| Median length | 29 |
| Mean length | 25.078587 |
| Min length | 15 |
Characters and Unicode
| Total characters | 243488 |
|---|---|
| Distinct characters | 25 |
| Distinct categories | 4 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | Higher education |
|---|---|
| 2nd row | Secondary / secondary special |
| 3rd row | Secondary / secondary special |
| 4th row | Higher education |
| 5th row | Higher education |
Common Values
| Value | Count | Frequency (%) |
| Secondary / secondary special | 6761 | |
| Higher education | 2457 | 25.3% |
| Incomplete higher | 371 | 3.8% |
| Lower secondary | 114 | 1.2% |
| Academic degree | 6 | 0.1% |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| secondary | 13636 | |
| 6761 | ||
| special | 6761 | |
| higher | 2828 | 8.6% |
| education | 2457 | 7.5% |
| incomplete | 371 | 1.1% |
| lower | 114 | 0.3% |
| academic | 6 | < 0.1% |
| degree | 6 | < 0.1% |
Most occurring characters
| Value | Count | Frequency (%) |
| e | 26562 | |
| c | 23237 | |
| 23231 | ||
| a | 22860 | |
| r | 16584 | 6.8% |
| o | 16578 | 6.8% |
| n | 16464 | 6.8% |
| d | 16105 | 6.6% |
| y | 13636 | 5.6% |
| s | 13636 | 5.6% |
| Other values (15) | 54595 |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 203787 | |
| Space Separator | 23231 | 9.5% |
| Uppercase Letter | 9709 | 4.0% |
| Other Punctuation | 6761 | 2.8% |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| e | 26562 | |
| c | 23237 | |
| a | 22860 | |
| r | 16584 | |
| o | 16578 | |
| n | 16464 | |
| d | 16105 | |
| y | 13636 | |
| s | 13636 | |
| i | 12052 | |
| Other values (8) | 26073 |
Uppercase Letter
| Value | Count | Frequency (%) |
| S | 6761 | |
| H | 2457 | 25.3% |
| I | 371 | 3.8% |
| L | 114 | 1.2% |
| A | 6 | 0.1% |
Space Separator
| Value | Count | Frequency (%) |
| 23231 |
Other Punctuation
| Value | Count | Frequency (%) |
| / | 6761 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 213496 | |
| Common | 29992 | 12.3% |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| e | 26562 | |
| c | 23237 | |
| a | 22860 | |
| r | 16584 | |
| o | 16578 | |
| n | 16464 | |
| d | 16105 | |
| y | 13636 | 6.4% |
| s | 13636 | 6.4% |
| i | 12052 | 5.6% |
| Other values (13) | 35782 |
Common
| Value | Count | Frequency (%) |
| 23231 | ||
| / | 6761 | 22.5% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 243488 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| e | 26562 | |
| c | 23237 | |
| 23231 | ||
| a | 22860 | |
| r | 16584 | 6.8% |
| o | 16578 | 6.8% |
| n | 16464 | 6.8% |
| d | 16105 | 6.6% |
| y | 13636 | 5.6% |
| s | 13636 | 5.6% |
| Other values (15) | 54595 |
Family_status
Categorical
| Distinct | 5 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 76.0 KiB |
| Married | |
|---|---|
| Single / not married | |
| Civil marriage | |
| Separated | 574 |
| Widow | 410 |
Length
| Max length | 20 |
|---|---|
| Median length | 7 |
| Mean length | 9.4561747 |
| Min length | 5 |
Characters and Unicode
| Total characters | 91810 |
|---|---|
| Distinct characters | 20 |
| Distinct categories | 4 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | Civil marriage |
|---|---|
| 2nd row | Married |
| 3rd row | Single / not married |
| 4th row | Separated |
| 5th row | Married |
Common Values
| Value | Count | Frequency (%) |
| Married | 6530 | |
| Single / not married | 1359 | 14.0% |
| Civil marriage | 836 | 8.6% |
| Separated | 574 | 5.9% |
| Widow | 410 | 4.2% |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| married | 7889 | |
| single | 1359 | 9.3% |
| 1359 | 9.3% | |
| not | 1359 | 9.3% |
| civil | 836 | 5.7% |
| marriage | 836 | 5.7% |
| separated | 574 | 3.9% |
| widow | 410 | 2.8% |
Most occurring characters
| Value | Count | Frequency (%) |
| r | 18024 | |
| i | 12166 | |
| e | 11232 | |
| a | 10709 | |
| d | 8873 | |
| M | 6530 | 7.1% |
| 4913 | 5.4% | |
| n | 2718 | 3.0% |
| g | 2195 | 2.4% |
| l | 2195 | 2.4% |
| Other values (10) | 12255 |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 75829 | |
| Uppercase Letter | 9709 | 10.6% |
| Space Separator | 4913 | 5.4% |
| Other Punctuation | 1359 | 1.5% |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| r | 18024 | |
| i | 12166 | |
| e | 11232 | |
| a | 10709 | |
| d | 8873 | |
| n | 2718 | 3.6% |
| g | 2195 | 2.9% |
| l | 2195 | 2.9% |
| m | 2195 | 2.9% |
| t | 1933 | 2.5% |
| Other values (4) | 3589 | 4.7% |
Uppercase Letter
| Value | Count | Frequency (%) |
| M | 6530 | |
| S | 1933 | 19.9% |
| C | 836 | 8.6% |
| W | 410 | 4.2% |
Space Separator
| Value | Count | Frequency (%) |
| 4913 |
Other Punctuation
| Value | Count | Frequency (%) |
| / | 1359 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 85538 | |
| Common | 6272 | 6.8% |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| r | 18024 | |
| i | 12166 | |
| e | 11232 | |
| a | 10709 | |
| d | 8873 | |
| M | 6530 | 7.6% |
| n | 2718 | 3.2% |
| g | 2195 | 2.6% |
| l | 2195 | 2.6% |
| m | 2195 | 2.6% |
| Other values (8) | 8701 |
Common
| Value | Count | Frequency (%) |
| 4913 | ||
| / | 1359 | 21.7% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 91810 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| r | 18024 | |
| i | 12166 | |
| e | 11232 | |
| a | 10709 | |
| d | 8873 | |
| M | 6530 | 7.1% |
| 4913 | 5.4% | |
| n | 2718 | 3.0% |
| g | 2195 | 2.4% |
| l | 2195 | 2.4% |
| Other values (10) | 12255 |
Housing_type
Categorical
IMBALANCE 
| Distinct | 6 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 76.0 KiB |
| House / apartment | |
|---|---|
| With parents | 448 |
| Municipal apartment | 323 |
| Rented apartment | 144 |
| Office apartment | 76 |
Length
| Max length | 19 |
|---|---|
| Median length | 17 |
| Mean length | 16.806159 |
| Min length | 12 |
Characters and Unicode
| Total characters | 163171 |
|---|---|
| Distinct characters | 25 |
| Distinct categories | 5 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | Rented apartment |
|---|---|
| 2nd row | House / apartment |
| 3rd row | House / apartment |
| 4th row | House / apartment |
| 5th row | House / apartment |
Common Values
| Value | Count | Frequency (%) |
| House / apartment | 8684 | |
| With parents | 448 | 4.6% |
| Municipal apartment | 323 | 3.3% |
| Rented apartment | 144 | 1.5% |
| Office apartment | 76 | 0.8% |
| Co-op apartment | 34 | 0.4% |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| apartment | 9261 | |
| house | 8684 | |
| 8684 | ||
| with | 448 | 1.6% |
| parents | 448 | 1.6% |
| municipal | 323 | 1.1% |
| rented | 144 | 0.5% |
| office | 76 | 0.3% |
| co-op | 34 | 0.1% |
Most occurring characters
| Value | Count | Frequency (%) |
| t | 19562 | |
| a | 19293 | |
| e | 18757 | |
| 18393 | ||
| n | 10176 | 6.2% |
| p | 10066 | 6.2% |
| r | 9709 | 6.0% |
| m | 9261 | 5.7% |
| s | 9132 | 5.6% |
| u | 9007 | 5.5% |
| Other values (15) | 29815 |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 126351 | |
| Space Separator | 18393 | 11.3% |
| Uppercase Letter | 9709 | 6.0% |
| Other Punctuation | 8684 | 5.3% |
| Dash Punctuation | 34 | < 0.1% |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| t | 19562 | |
| a | 19293 | |
| e | 18757 | |
| n | 10176 | |
| p | 10066 | |
| r | 9709 | |
| m | 9261 | |
| s | 9132 | |
| u | 9007 | |
| o | 8752 | |
| Other values (6) | 2636 | 2.1% |
Uppercase Letter
| Value | Count | Frequency (%) |
| H | 8684 | |
| W | 448 | 4.6% |
| M | 323 | 3.3% |
| R | 144 | 1.5% |
| O | 76 | 0.8% |
| C | 34 | 0.4% |
Space Separator
| Value | Count | Frequency (%) |
| 18393 |
Other Punctuation
| Value | Count | Frequency (%) |
| / | 8684 |
Dash Punctuation
| Value | Count | Frequency (%) |
| - | 34 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 136060 | |
| Common | 27111 | 16.6% |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| t | 19562 | |
| a | 19293 | |
| e | 18757 | |
| n | 10176 | |
| p | 10066 | |
| r | 9709 | |
| m | 9261 | |
| s | 9132 | |
| u | 9007 | |
| o | 8752 | |
| Other values (12) | 12345 |
Common
| Value | Count | Frequency (%) |
| 18393 | ||
| / | 8684 | |
| - | 34 | 0.1% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 163171 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| t | 19562 | |
| a | 19293 | |
| e | 18757 | |
| 18393 | ||
| n | 10176 | 6.2% |
| p | 10066 | 6.2% |
| r | 9709 | 6.0% |
| m | 9261 | 5.7% |
| s | 9132 | 5.6% |
| u | 9007 | 5.5% |
| Other values (15) | 29815 |
Occupation_type
Categorical
HIGH CORRELATION 
| Distinct | 19 |
|---|---|
| Distinct (%) | 0.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 76.0 KiB |
| Other | |
|---|---|
| Laborers | |
| Sales staff | |
| Core staff | |
| Managers | |
| Other values (14) |
Length
| Max length | 21 |
|---|---|
| Median length | 20 |
| Mean length | 8.7819549 |
| Min length | 5 |
Characters and Unicode
| Total characters | 85264 |
|---|---|
| Distinct characters | 37 |
| Distinct categories | 5 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | Other |
|---|---|
| 2nd row | Security staff |
| 3rd row | Sales staff |
| 4th row | Other |
| 5th row | Accountants |
Common Values
| Value | Count | Frequency (%) |
| Other | 2994 | |
| Laborers | 1724 | |
| Sales staff | 959 | 9.9% |
| Core staff | 877 | 9.0% |
| Managers | 782 | 8.1% |
| Drivers | 623 | 6.4% |
| High skill tech staff | 357 | 3.7% |
| Accountants | 300 | 3.1% |
| Medicine staff | 291 | 3.0% |
| Cooking staff | 193 | 2.0% |
| Other values (9) | 609 | 6.3% |
Length
| Value | Count | Frequency (%) |
| staff | 3171 | |
| other | 2994 | |
| laborers | 1777 | |
| sales | 959 | 7.0% |
| core | 877 | 6.4% |
| managers | 782 | 5.7% |
| drivers | 623 | 4.5% |
| high | 357 | 2.6% |
| skill | 357 | 2.6% |
| tech | 357 | 2.6% |
| Other values (14) | 1495 |
Most occurring characters
| Value | Count | Frequency (%) |
| r | 9979 | |
| e | 9787 | |
| s | 8210 | 9.6% |
| a | 8161 | 9.6% |
| t | 7508 | 8.8% |
| f | 6342 | 7.4% |
| 4040 | 4.7% | |
| h | 3708 | 4.3% |
| o | 3393 | 4.0% |
| O | 2994 | 3.5% |
| Other values (27) | 21142 |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 71329 | |
| Uppercase Letter | 9802 | 11.5% |
| Space Separator | 4040 | 4.7% |
| Dash Punctuation | 53 | 0.1% |
| Other Punctuation | 40 | < 0.1% |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| r | 9979 | |
| e | 9787 | |
| s | 8210 | |
| a | 8161 | |
| t | 7508 | |
| f | 6342 | |
| h | 3708 | 5.2% |
| o | 3393 | 4.8% |
| i | 2751 | 3.9% |
| n | 2214 | 3.1% |
| Other values (11) | 9276 |
Uppercase Letter
| Value | Count | Frequency (%) |
| O | 2994 | |
| L | 1830 | |
| C | 1216 | |
| S | 1187 | 12.1% |
| M | 1073 | 10.9% |
| D | 623 | 6.4% |
| H | 379 | 3.9% |
| A | 300 | 3.1% |
| P | 86 | 0.9% |
| W | 40 | 0.4% |
| Other values (3) | 74 | 0.8% |
Space Separator
| Value | Count | Frequency (%) |
| 4040 |
Dash Punctuation
| Value | Count | Frequency (%) |
| - | 53 |
Other Punctuation
| Value | Count | Frequency (%) |
| / | 40 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 81131 | |
| Common | 4133 | 4.8% |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| r | 9979 | |
| e | 9787 | |
| s | 8210 | |
| a | 8161 | |
| t | 7508 | |
| f | 6342 | 7.8% |
| h | 3708 | 4.6% |
| o | 3393 | 4.2% |
| O | 2994 | 3.7% |
| i | 2751 | 3.4% |
| Other values (24) | 18298 |
Common
| Value | Count | Frequency (%) |
| 4040 | ||
| - | 53 | 1.3% |
| / | 40 | 1.0% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 85264 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| r | 9979 | |
| e | 9787 | |
| s | 8210 | 9.6% |
| a | 8161 | 9.6% |
| t | 7508 | 8.8% |
| f | 6342 | 7.4% |
| 4040 | 4.7% | |
| h | 3708 | 4.3% |
| o | 3393 | 4.0% |
| O | 2994 | 3.5% |
| Other values (27) | 21142 |
Target
Categorical
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 76.0 KiB |
| 0 | |
|---|---|
| 1 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Characters and Unicode
| Total characters | 9709 |
|---|---|
| Distinct characters | 2 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 1 |
|---|---|
| 2nd row | 0 |
| 3rd row | 0 |
| 4th row | 0 |
| 5th row | 0 |
Common Values
| Value | Count | Frequency (%) |
| 0 | 8426 | |
| 1 | 1283 | 13.2% |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| 0 | 8426 | |
| 1 | 1283 | 13.2% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 8426 | |
| 1 | 1283 | 13.2% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 9709 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 8426 | |
| 1 | 1283 | 13.2% |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 9709 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 0 | 8426 | |
| 1 | 1283 | 13.2% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 9709 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 0 | 8426 | |
| 1 | 1283 | 13.2% |
| Acc_length | Car | Education_type | Exited | Family_status | Geography | Housing_type | ID | Income_type | Kids | Occupation_type | Property | Target | Total_income | Unemployed | Years_employed | age | balance | cr_score | credit_card | gender | tenure | term_deposit | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Acc_length | 1.000 | 0.044 | 0.005 | 0.019 | 0.040 | 0.016 | 0.025 | -0.004 | 0.019 | -0.007 | 0.025 | 0.000 | 0.089 | 0.028 | 0.018 | 0.078 | -0.006 | -0.000 | -0.008 | 0.000 | 0.000 | 0.022 | 0.011 |
| Car | 0.044 | 1.000 | 0.099 | 0.000 | 0.160 | 0.000 | 0.032 | 0.030 | 0.147 | 0.071 | 0.264 | 0.000 | 0.000 | 0.205 | 0.145 | 0.080 | 0.000 | 0.000 | 0.021 | 0.000 | 0.000 | 0.000 | 0.000 |
| Education_type | 0.005 | 0.099 | 1.000 | 0.014 | 0.051 | 0.000 | 0.048 | 0.025 | 0.098 | 0.000 | 0.177 | 0.022 | 0.019 | 0.112 | 0.142 | 0.030 | 0.000 | 0.000 | 0.000 | 0.010 | 0.012 | 0.000 | 0.000 |
| Exited | 0.019 | 0.000 | 0.014 | 1.000 | 0.023 | 0.170 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.004 | 0.000 | 0.008 | 0.000 | 0.000 | 0.374 | 0.138 | 0.087 | 0.000 | 0.105 | 0.021 | 0.000 |
| Family_status | 0.040 | 0.160 | 0.051 | 0.023 | 1.000 | 0.000 | 0.064 | 0.016 | 0.108 | 0.077 | 0.091 | 0.038 | 0.021 | 0.012 | 0.216 | 0.052 | 0.009 | 0.005 | 0.000 | 0.000 | 0.007 | 0.000 | 0.018 |
| Geography | 0.016 | 0.000 | 0.000 | 0.170 | 0.000 | 1.000 | 0.000 | 0.012 | 0.000 | 0.000 | 0.007 | 0.015 | 0.006 | 0.019 | 0.010 | 0.016 | 0.049 | 0.315 | 0.016 | 0.005 | 0.022 | 0.025 | 0.000 |
| Housing_type | 0.025 | 0.032 | 0.048 | 0.000 | 0.064 | 0.000 | 1.000 | 0.000 | 0.064 | 0.000 | 0.048 | 0.212 | 0.006 | 0.033 | 0.107 | 0.021 | 0.000 | 0.026 | 0.009 | 0.000 | 0.015 | 0.000 | 0.000 |
| ID | -0.004 | 0.030 | 0.025 | 0.000 | 0.016 | 0.012 | 0.000 | 1.000 | 0.026 | 0.019 | 0.000 | 0.152 | 0.000 | -0.009 | 0.035 | -0.010 | 0.004 | -0.011 | 0.002 | 0.017 | 0.000 | -0.008 | 0.050 |
| Income_type | 0.019 | 0.147 | 0.098 | 0.000 | 0.108 | 0.000 | 0.064 | 0.026 | 1.000 | 0.069 | 0.376 | 0.086 | 0.000 | 0.095 | 0.994 | 0.222 | 0.000 | 0.000 | 0.000 | 0.006 | 0.000 | 0.000 | 0.000 |
| Kids | -0.007 | 0.071 | 0.000 | 0.000 | 0.077 | 0.000 | 0.000 | 0.019 | 0.069 | 1.000 | 0.087 | 0.000 | 0.024 | 0.040 | 0.140 | 0.143 | -0.001 | -0.013 | 0.002 | 0.000 | 0.000 | 0.030 | 0.017 |
| Occupation_type | 0.025 | 0.264 | 0.177 | 0.000 | 0.091 | 0.007 | 0.048 | 0.000 | 0.376 | 0.087 | 1.000 | 0.061 | 0.000 | 0.097 | 0.688 | 0.116 | 0.021 | 0.000 | 0.000 | 0.000 | 0.015 | 0.000 | 0.000 |
| Property | 0.000 | 0.000 | 0.022 | 0.004 | 0.038 | 0.015 | 0.212 | 0.152 | 0.086 | 0.000 | 0.061 | 1.000 | 0.026 | 0.021 | 0.086 | 0.021 | 0.000 | 0.000 | 0.000 | 0.014 | 0.000 | 0.015 | 0.000 |
| Target | 0.089 | 0.000 | 0.019 | 0.000 | 0.021 | 0.006 | 0.006 | 0.000 | 0.000 | 0.024 | 0.000 | 0.026 | 1.000 | 0.041 | 0.022 | 0.000 | 0.000 | 0.000 | 0.009 | 0.013 | 0.000 | 0.000 | 0.000 |
| Total_income | 0.028 | 0.205 | 0.112 | 0.008 | 0.012 | 0.019 | 0.033 | -0.009 | 0.095 | 0.040 | 0.097 | 0.021 | 0.041 | 1.000 | 0.139 | 0.172 | -0.001 | -0.011 | 0.017 | 0.000 | 0.000 | -0.007 | 0.000 |
| Unemployed | 0.018 | 0.145 | 0.142 | 0.000 | 0.216 | 0.010 | 0.107 | 0.035 | 0.994 | 0.140 | 0.688 | 0.086 | 0.022 | 0.139 | 1.000 | 0.424 | 0.018 | 0.000 | 0.022 | 0.000 | 0.000 | 0.000 | 0.008 |
| Years_employed | 0.078 | 0.080 | 0.030 | 0.000 | 0.052 | 0.016 | 0.021 | -0.010 | 0.222 | 0.143 | 0.116 | 0.021 | 0.000 | 0.172 | 0.424 | 1.000 | -0.011 | -0.011 | 0.023 | 0.011 | 0.000 | -0.006 | 0.020 |
| age | -0.006 | 0.000 | 0.000 | 0.374 | 0.009 | 0.049 | 0.000 | 0.004 | 0.000 | -0.001 | 0.021 | 0.000 | 0.000 | -0.001 | 0.018 | -0.011 | 1.000 | 0.033 | -0.005 | 0.013 | 0.025 | -0.007 | 0.013 |
| balance | -0.000 | 0.000 | 0.000 | 0.138 | 0.005 | 0.315 | 0.026 | -0.011 | 0.000 | -0.013 | 0.000 | 0.000 | 0.000 | -0.011 | 0.000 | -0.011 | 0.033 | 1.000 | 0.006 | 0.038 | 0.006 | -0.009 | 0.000 |
| cr_score | -0.008 | 0.021 | 0.000 | 0.087 | 0.000 | 0.016 | 0.009 | 0.002 | 0.000 | 0.002 | 0.000 | 0.000 | 0.009 | 0.017 | 0.022 | 0.023 | -0.005 | 0.006 | 1.000 | 0.000 | 0.000 | 0.003 | 0.000 |
| credit_card | 0.000 | 0.000 | 0.010 | 0.000 | 0.000 | 0.005 | 0.000 | 0.017 | 0.006 | 0.000 | 0.000 | 0.014 | 0.013 | 0.000 | 0.000 | 0.011 | 0.013 | 0.038 | 0.000 | 1.000 | 0.000 | 0.024 | 0.000 |
| gender | 0.000 | 0.000 | 0.012 | 0.105 | 0.007 | 0.022 | 0.015 | 0.000 | 0.000 | 0.000 | 0.015 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.025 | 0.006 | 0.000 | 0.000 | 1.000 | 0.027 | 0.000 |
| tenure | 0.022 | 0.000 | 0.000 | 0.021 | 0.000 | 0.025 | 0.000 | -0.008 | 0.000 | 0.030 | 0.000 | 0.015 | 0.000 | -0.007 | 0.000 | -0.006 | -0.007 | -0.009 | 0.003 | 0.024 | 0.027 | 1.000 | 0.000 |
| term_deposit | 0.011 | 0.000 | 0.000 | 0.000 | 0.018 | 0.000 | 0.000 | 0.050 | 0.000 | 0.017 | 0.000 | 0.000 | 0.000 | 0.000 | 0.008 | 0.020 | 0.013 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 1.000 |
| ID | Exited | gender | age | term_deposit | Car | Property | Geography | cr_score | tenure | balance | Unemployed | Kids | Acc_length | Total_income | credit_card | Years_employed | Income_type | Education_type | Family_status | Housing_type | Occupation_type | Target | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | 5008804 | 1 | Female | 42 | 0 | 1 | 1 | Greece | 619 | 2 | 0.00 | 0 | 0 | 15 | 427500.0 | 1 | 12.435574 | Working | Higher education | Civil marriage | Rented apartment | Other | 1 |
| 1 | 5008806 | 0 | Female | 41 | 0 | 1 | 1 | Spain | 608 | 1 | 83807.86 | 0 | 0 | 29 | 112500.0 | 0 | 3.104787 | Working | Secondary / secondary special | Married | House / apartment | Security staff | 0 |
| 2 | 5008808 | 1 | Female | 42 | 0 | 0 | 1 | Greece | 502 | 8 | 159660.80 | 0 | 0 | 4 | 270000.0 | 1 | 8.353354 | Commercial associate | Secondary / secondary special | Single / not married | House / apartment | Sales staff | 0 |
| 3 | 5008812 | 0 | Female | 39 | 0 | 0 | 1 | Greece | 699 | 1 | 0.00 | 1 | 0 | 20 | 283500.0 | 0 | 0.000000 | Pensioner | Higher education | Separated | House / apartment | Other | 0 |
| 4 | 5008815 | 0 | Female | 43 | 0 | 1 | 1 | Spain | 850 | 2 | 125510.82 | 0 | 0 | 5 | 270000.0 | 1 | 2.105450 | Working | Higher education | Married | House / apartment | Accountants | 0 |
| 5 | 5008819 | 1 | Male | 44 | 0 | 1 | 1 | Spain | 645 | 8 | 113755.78 | 0 | 0 | 17 | 135000.0 | 1 | 3.269061 | Commercial associate | Secondary / secondary special | Married | House / apartment | Laborers | 0 |
| 6 | 5008825 | 0 | Male | 50 | 0 | 1 | 0 | Greece | 822 | 7 | 0.00 | 0 | 0 | 25 | 130500.0 | 1 | 3.019911 | Working | Incomplete higher | Married | House / apartment | Accountants | 1 |
| 7 | 5008830 | 1 | Female | 29 | 0 | 0 | 1 | Netherlands | 376 | 4 | 115046.74 | 0 | 0 | 31 | 157500.0 | 1 | 4.021985 | Working | Secondary / secondary special | Married | House / apartment | Laborers | 1 |
| 8 | 5008834 | 0 | Male | 44 | 0 | 0 | 1 | Greece | 501 | 4 | 142051.07 | 0 | 1 | 44 | 112500.0 | 0 | 4.435409 | Working | Secondary / secondary special | Single / not married | House / apartment | Other | 0 |
| 9 | 5008836 | 0 | Male | 27 | 0 | 1 | 1 | Greece | 684 | 2 | 134603.88 | 0 | 3 | 24 | 270000.0 | 1 | 3.184186 | Working | Secondary / secondary special | Married | House / apartment | Laborers | 0 |
| ID | Exited | gender | age | term_deposit | Car | Property | Geography | cr_score | tenure | balance | Unemployed | Kids | Acc_length | Total_income | credit_card | Years_employed | Income_type | Education_type | Family_status | Housing_type | Occupation_type | Target | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 9699 | 5142973 | 0 | Female | 23 | 0 | 0 | 0 | Greece | 763 | 2 | 0.00 | 0 | 1 | 18 | 180000.0 | 1 | 2.535302 | Working | Secondary / secondary special | Married | House / apartment | Laborers | 1 |
| 9700 | 5143578 | 0 | Female | 36 | 0 | 1 | 0 | Spain | 563 | 4 | 143680.47 | 0 | 0 | 14 | 157500.0 | 1 | 2.628391 | Working | Incomplete higher | Single / not married | With parents | Drivers | 1 |
| 9701 | 5145690 | 0 | Male | 38 | 0 | 0 | 1 | Spain | 678 | 3 | 124483.53 | 1 | 0 | 17 | 306000.0 | 1 | 0.000000 | Pensioner | Higher education | Married | House / apartment | Other | 1 |
| 9702 | 5145760 | 0 | Female | 31 | 0 | 1 | 0 | Spain | 644 | 5 | 86006.30 | 0 | 0 | 10 | 135000.0 | 1 | 13.235042 | Working | Higher education | Married | House / apartment | Other | 1 |
| 9703 | 5146078 | 0 | Female | 43 | 0 | 0 | 1 | Netherlands | 682 | 7 | 111094.05 | 0 | 1 | 48 | 108000.0 | 1 | 3.099311 | Working | Secondary / secondary special | Single / not married | House / apartment | Sales staff | 1 |
| 9704 | 5148694 | 0 | Male | 22 | 0 | 0 | 0 | Greece | 625 | 9 | 0.00 | 0 | 0 | 20 | 180000.0 | 1 | 0.542106 | Pensioner | Secondary / secondary special | Civil marriage | Municipal apartment | Laborers | 1 |
| 9705 | 5149055 | 0 | Male | 36 | 0 | 0 | 1 | Spain | 733 | 1 | 0.00 | 0 | 0 | 19 | 112500.0 | 0 | 7.375921 | Commercial associate | Secondary / secondary special | Married | House / apartment | Other | 1 |
| 9706 | 5149729 | 0 | Female | 30 | 0 | 1 | 1 | Greece | 512 | 6 | 0.00 | 0 | 0 | 21 | 90000.0 | 1 | 4.711938 | Working | Secondary / secondary special | Married | House / apartment | Other | 1 |
| 9707 | 5149838 | 0 | Female | 41 | 0 | 0 | 1 | Greece | 642 | 7 | 115171.71 | 0 | 0 | 32 | 157500.0 | 1 | 3.627727 | Pensioner | Higher education | Married | House / apartment | Medicine staff | 1 |
| 9708 | 5150337 | 0 | Female | 22 | 0 | 0 | 1 | Netherlands | 737 | 10 | 111543.26 | 0 | 0 | 13 | 112500.0 | 0 | 3.266323 | Working | Secondary / secondary special | Single / not married | Rented apartment | Laborers | 1 |